| 1. |
|
|
| 2. |
|
|
| 3. |
|
|
| 4. |
- Dahlin, Anna, 1979-
(författare)
-
The CpG island methylator phenotype in colorectal cancer : studies on risk and prognosis
- 2011
-
Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- Background Colorectal cancer (CRC) is the second most common malignancy in developed countries. The mortality is high, with nearly half of patients dying from the disease. The primary treatment of CRC is surgery, and decisions about additional treatment with chemotherapy are based mainly on tumor stage. Novel prognostic markers that identify patients at high risk of recurrence and cancer-related death are needed. The development of CRC has been described in terms of two different pathways; the microsatellite instability (MSI) and chromosomal instability (microsatellite stable, MSS) pathway. More recently, the CpG island methylator phenotype (CIMP), characterized by frequent DNA hypermethylation, has been described as an alternative pathway of tumorigenesis. The event of DNA methylation is dependent on one-carbon metabolism, in which folate and vitamin B12 have essential functions. The purpose of this thesis was to study CIMP in CRC. The specific aims were to investigate the potential role of components of one-carbon metabolism as risk factors for this subgroup of tumors, and the prognostic importance of CIMP status, taking into consideration important confounding factors, such as MSI and tumor-infiltrating T cells. Methods CRC cases and referents included in the Northern Sweden Health and Disease Study (NSHDS, 226 cases and 437 referents) and CRC cases in the Colorectal Cancer in Umeå Study (CRUMS, n=490) were studied. Prediagnostic plasma concentrations of folate and vitamin B12 were analyzed in NSHDS. In both study groups, CIMP status was determined in archival tumor tissue by real-time quantitative PCR using an eight-gene panel (CDKN2A, MLH1, CACNA1G, NEUROG1, RUNX3, SOCS1, IGF2 and CRABP1). MSI screening status and the density of tumor-infiltrating T cells were determined by immunohistochemistry. Results An inverse association was found between plasma concentrations of vitamin B12 and rectal, but not colon, cancer risk. We also found a reduced risk of CIMP-high and CIMP-low CRC in study subjects with the lowest levels of plasma folate. We found that patients with CIMP-low tumors in both NSHDS and CRUMS had a poorer prognosis compared with CIMP-negative, regardless of MSI screening status. We also found that MSS CIMP-high patients had a poorer prognosis compared with MSS CIMP-negative. The density of tumor-infiltrating T cells and CIMP status were both found to be independent predictors of CRC patient prognosis. A particularly poor prognosis was found in patients with CIMP-low tumors poorly infiltrated by T cells. In addition, the density of T cells appeared to be more important than MSI screening status for predicting CRC patient prognosis. Conclusion Rather than being one disease, CRC is a heterogeneous set of diseases with respect to clinico-pathological and molecular characteristics. We found that the association between risk and plasma concentration of vitamin B12 and folate depends on tumor site and CIMP status, respectively. Patient prognosis was found to be different depending on CIMP and MSI screening status, and the density of tumor-infiltrating T cells.
|
|
| 5. |
- Harbs, Justin, 1994-
(författare)
-
Circulating markers of risk and etiology in colorectal cancer
- 2023
-
Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- Background: Colorectal cancer is the third most commonly diagnosed cancer in men and women. Worldwide around 2 million individuals are diagnosed each year – a number expected to increase as colorectal cancer risk factors become more prevalent. In men and women there is a difference in incidence, which possibly could be explained by inherent differences, including sex hormone profiles. The prognosis of colorectal cancer is highly dependent on the stage at diagnosis, with individuals diagnosed at early stages having the best long-term survival. However, as onset of symptoms can be diffuse, many individuals are diagnosed at later stages when survival rates are significantly poorer. Therefore, screening and prevention strategies to detect colorectal cancer at earlier stages or remove cancer precursors such as polyps may be key to increasing survival. Commonly used screening tools today include fecal blood tests and colonoscopy, but they have modest accuracy or may not be cost-effective. Being able to identify markers in blood, either for early detection, as a complementary or alternative screening method, or for risk stratification, could aid in solving this problem. Aim: The overall of aim of the thesis was to improve our understanding of underlying factors contributing to CRC etiology and to find biomarkers associated with CRC that could aid in the future development of effective risk prediction models. Methods: All studies included in this thesis were based on a case-control cohort nested within the Northern Sweden Health and Disease Study (NSHDS). Additionally in paper I, we also used data from the European Prospective Investigation into Cancer and Nutrition (EPIC), a large multi-center cohort study. In this paper we examined associations between sex hormones, sex hormone binding globulin (SHBG), and colon cancer in men. The study included 690 colon cancer cases and 690 matched controls. Paper II was a longitudinal study, using repeated samples from 80 men, on circulating sex hormones, SHBG, and DNA methylation in white blood cells. Papers III and IV were nested case-control studies on proteins and colorectal cancer risk with Paper III divided into a discovery and a validation phase. In the first phase, which included 69 colorectal cancer case-control pairs with repeated samples, 160 unique proteins related to inflammation and oncology were analyzed. In the second phase, 13 proteins that were significantly associated with colorectal cancer risk, together with 8 proteins identified from the literature, were measured on a custom panel, and validated in a larger material consisting of 1000 case-control pairs. In paper IV, which included 195 colorectal cancer case-control pairs, the protein analysis was extended to include 1536 proteins linked to oncology, inflammation, neurology, and metabolism. In papers using a matched case-control design, conditional i logistic regression was used to estimate odds ratios (ORs) and 95% confidence intervals (CI) for the associations. For longitudinal analyses, mixed effects models were used to estimate associations. Results: In paper I, we observed a statistically significant inverse association between circulating levels of testosterone and colon cancer. For SHBG there was a statistically significant inverse association prior to adjustment of testosterone and estradiol levels. In paper II, we found one novel genome-wide significant association between circulating levels of dehydroepiandrosterone and DNA methylation at the cg14319657 CpG site. In addition, we also identified more than 40 differentially methylated regions associated with levels of sex hormones and SHBG. In paper III, we first identified 13 proteins associated with CRC risk in the discovery phase. In the validation phase, however, none of the proteins remained significantly associated with colorectal cancer. When stratifying by tumor site, FGF-21 and PPY, were statically significant in colon and rectal cancer respectively, and showed some modest increase in predictive performance. In paper IV, we identified 20 proteins surpassing a significance threshold of 0.005. One protein, TFF3 (Trefoil Factor 3), which was positively associated with colorectal, also withstood strict Bonferroni correction. In addition, we validated several proteins, including AREG, CEA, and LGALS4, which were identified as biomarker candidates in previous studies. Conclusions: Our results support the hypothesis that circulating sex hormones play a role in male colon cancer etiology and that this may partly explain the difference in colorectal cancer incidence between men and women. Furthermore, our findings suggest a possible link between circulating sex hormones, SHBG and DNA methylation, which could be of interest in the etiology of colorectal cancer as well as other hormone-dependent diseases. Finally, we also identified several proteins associated with colorectal cancer, some of which have shown potential as screening markers.
|
|
| 6. |
|
|
| 7. |
|
|
| 8. |
|
|
| 9. |
- Harrison, Tabitha A., et al.
(författare)
-
Genome-wide association study by colorectal carcinoma subtype
- 2018
-
Ingår i: Cancer Research. - : American Association for Cancer Research. - 0008-5472 .- 1538-7445. ; 78:13
-
Tidskriftsartikel (övrigt vetenskapligt/konstnärligt)abstract
- Over 50 genetic variants have been associated with colorectal cancer (CRC) risk through genome-wide association studies (GWAS), yet these variants represent only a fraction of the total estimated heritability. CRC is a heterogenous disease with diverse tumor etiology. Assessing genetic risk in molecular subtypes may help to identify novel loci and characterize genetic risk among tumor subtypes. We used microsatellite instability (MSI), an established CRC classifier with etiological and therapeutic relevance, to define CRC subtypes for GWAS analyses. We conducted a case-case analysis to estimate odds ratios (OR) and 95% confidence intervals (CI) for association of genome-wide variants with microsatellite stable (MSS) versus unstable (MSI) carcinomas. We ran an inverse-variance weighted fixed-effects meta-analysis across GWAS in a discovery set of 4,163 population-based CRC cases with harmonized microsatellite instability (MSI) marker and imputed genotype data. For each analysis, we used log-additive logistic regression, adjusting for age, sex, and principal components to account for population substructure. We then followed up with replication of 102 SNPs that reached p-values less than 5x10-6 in 1,698 cases. A total of 845 (20.3%) cancer cases were microsatellite unstable in the discovery population and 174 (10.2%) were unstable in the replication population. No variants reached the genome-wide significance level of 5x10-8 in the discovery set. However, we identified two variants that reached a Bonferroni corrected p-value of 4.0x10-4 in the replication set. This included one variant in MLH1 (Replication: OR=1.74, 95% CI=1.53-1.98, p=1.63x10-5; Discovery+Replication: OR=1.45, 95% CI=1.37-1.54, p=9.76x10-11) and one variant in LOC105377645 (Replication: OR=1.70, 95% CI=1.49-1.94, p=5.13x10-5; Discovery+Replication: OR=1.45, 95% CI=1.37-1.54, p=9.76 x 10-11). The MLH1 gene is a DNA mismatch repair gene implicated in Lynch Syndrome, the hallmark of which is microsatellite instability. This is the first genome-wide scan to identify a common variant in MLH1 that is associated with CRC. This variant (minor allele frequency, MAF = 23% in this all European ancestry population) is located in the 5'-untranslated region of MLH1 and is thought to act as a long-range regulator of DCLK3, a potential tumor driver gene. The second variant, located in LOC105377645 with an MAF of 22%, is in an uncharacterized region of the genome and has not previously been implicated in cancer development. These findings suggest that accounting for molecular heterogeneity is important for discovery and characterization of genetic variants associated with CRC risk. We plan to run polytomous regression analyses, increase our sample size, and further investigate CRC subtypes by CIMP, BRAF mutation, KRAS mutation status.
|
|
| 10. |
|
|
